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Quantum Error Correction — QEC / Fusion-QEC-Sim

Creative quantum error correction, DNA analysis, 3D lattice visualization, and AI-powered IRC orchestration.


⚛ Conceptual Basis

This project builds on the E8 Triality Framework — uniting symmetry, information, and computation — under the guiding relation:

Φ = π / 2  SCL DIAG + [ 1 , −2 , 1 ]

This defines a ternary balance across the quantum–classical boundary,
where each component of the [ 1, −2, 1 ] vector encodes a reversible polarity
between signal, coherence, and loss.

In practical terms

  • Fusion-QEC (Photonic) — modular, loss-tolerant error correction inspired by MBQC fusion gates.
  • Information Entropy → Signal Mapping — translating quantum noise dynamics into musical structure.
  • Triality Framework — treating computation, geometry, and perception as three projections of a single invariant form.

💬 AI-Powered IRC Bot

An integrated assistant linking simulation, music, and conversation:

Feature Description
QuTiP-based Steane Code [[7, 1, 3]] simulation with depolarizing noise and pseudo-threshold (ηₜₕᵣ ≈ 9.3 × 10⁻⁵)
MIDI Export Converts error metrics → tempo, eigenvalues → velocity, logical errors → E-minor arpeggios
LLM Integration Conversational AI for code generation, simulation commentary, and live moderation
IRC Protocol Real-time Q&A, simulation control, and generative music triggers

🎧 E8 Triality Sonification Demo

Experience the sound of symmetry meeting error correction.
This audio was generated directly from QEC simulation data using the
Φ = π / 2 SCL DIAG + [ 1 , − 2 , 1 ] mapping.

Each amplitude and interval reflects the balance between signal, coherence, and loss —
a musical rendering of the Fusion-QEC Triality Model.

Your browser does not support the audio element. [Download the demo](./e8_triality.wav)

📁 Repository Assets

All resources are located in the repository root for direct access and reproducibility.


🧠 At a Glance

  • Language: Python 3.11+
  • Core Dependencies: NumPy, Pandas, QuTiP, Plotly, Mido
  • Environment: Arch Linux / PipeWire audio
  • Output: Live audio or export to WAV (e8_triality.wav)
  • Data Input: qec_output.csv or qec_data_prepared.csv

⚙️ Quick Start

# Install dependencies
pip install -r requirements.txt

# Generate sonification (auto-fallback to WAV)
python sonify_triality.py
For more complex experiments, see QEC_Benchmark_Report.pdf
or remix the exported audio in your preferred DAW.

© 2025 QSOLKCB / Trent Slade. All rights reserved.
Open collaboration welcome under MIT License.

About

A modular quantum error correction and diagnostics suite for education and LMIC research labs — integrating Surface and Steane codes, fusion-based syndrome analytics, and automated reproducibility tools. Built on the E8 Triality Framework, it unites symmetry, information & computation, featuring a real-time sonification demo that transforms QEC

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